Best RMSE
0.1297
Average RMSE
0.16
Worst RMSE
0.1792
All Features
0.1629
Selected Features
0.1662
Polynomial Features
0.1579
Interactions
0.1337
| Model Name | RMSE | Data_Type | |
|---|---|---|---|
| 14 | EN | 0.129664 | Inter |
| 13 | LM | 0.137715 | Inter |
| 3 | EN | 0.156460 | All |
| 2 | Lasso | 0.156714 | All |
| 1 | Ridge | 0.157654 | All |
| 0 | LM | 0.157870 | All |
| 12 | Poly | 0.157872 | Poly |
| 6 | LM | 0.161203 | Select |
| 9 | EN | 0.162034 | Select |
| 7 | Ridge | 0.162567 | Select |
| 8 | Lasso | 0.163982 | Select |
| 11 | KNN | 0.168383 | Select |
| 5 | KNN | 0.169932 | All |
| 4 | Tree | 0.178544 | All |
| 10 | Tree | 0.179164 | Select |